Period
to 17 July 2019

The following table provides summary statistics for contract job vacancies advertised in Cambridgeshire with a requirement for Hadoop skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Hadoop over the 6 months to 17 July 2019 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Apache Hadoop
East of England > Cambridgeshire
6 months to
17 Jul 2019
Same period 2018 Same period 2017
Rank 63 74 74
Rank change year-on-year +11 0 0
Contract jobs citing Hadoop 27 8 6
As % of all contract IT jobs advertised in Cambridgeshire 2.35% 0.75% 0.51%
As % of the Database & Business Intelligence category 11.02% 4.76% 3.43%
Number of daily rates quoted 23 6 5
Cambridgeshire median daily rate £600 £519 £400
Median daily rate % change year-on-year +15.66% +29.69% -9.09%
10th Percentile £450 £425 £375
90th Percentile £729 £588 £471
East of England median daily rate £600 £475 £438
% change year-on-year +26.32% +8.57% -1.69%
Number of hourly rates quoted 0 0 1
Cambridgeshire median hourly rate - - £17.50
East of England median hourly rate - £45.00 £38.00
% change year-on-year - +18.42% +52.00%

Hadoop is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Cambridgeshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Cambridgeshire
Contract vacancies with a requirement for database or business intelligence skills 245 168 175
As % of all contract IT jobs advertised in Cambridgeshire 21.36% 15.67% 14.92%
Number of daily rates quoted 149 93 105
Cambridgeshire median daily rate £450 £420 £350
Median daily rate % change year-on-year +7.14% +20.00% -12.50%
10th Percentile £358 £281 £207
90th Percentile £655 £535 £500
East of England median daily rate £450 £425 £400
% change year-on-year +5.88% +6.25% +2.89%
Number of hourly rates quoted 7 4 5
Cambridgeshire median hourly rate £22.36 £16.50 £17.50
Median hourly rate % change year-on-year +35.52% -5.71% -7.89%
10th Percentile £13.90 £13.65 £13.41
90th Percentile £56.90 £46.10 £38.75
East of England median hourly rate £30.00 £26.00 £31.50
% change year-on-year +15.38% -17.46% -8.70%

Hadoop
Job Vacancy Trend in Cambridgeshire

Job postings citing Hadoop as a percentage of all IT jobs advertised in Cambridgeshire.

Job vacancy trend for Hadoop in Cambridgeshire

Hadoop
Contractor Daily Rate Trend in Cambridgeshire

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Hadoop in Cambridgeshire.

Contractor daily rate trend for Hadoop in Cambridgeshire

Hadoop
Contractor Daily Rate Histogram in Cambridgeshire

The daily rate distribution of IT jobs citing Hadoop in Cambridgeshire over the 6 months to 17 July 2019.

Contractor daily rate histogram for Hadoop in Cambridgeshire

Hadoop
Contract Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Hadoop within the Cambridgeshire region over the 6 months to 17 July 2019. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridge -2 19 £600 +9.09% 11
Huntingdon - 2 £650 -
Peterborough - 1 - -
Hadoop
East of England

For the 6 months to 17 July 2019, IT contractor jobs citing Hadoop also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Cambridgeshire region with a requirement for Hadoop.

1 14 (51.85%) Data Science
2 13 (48.15%) Python
3 12 (44.44%) SQL
3 12 (44.44%) Computer Science
4 10 (37.04%) Agile Software Development
4 10 (37.04%) Algorithms
5 9 (33.33%) Software Engineering
5 9 (33.33%) Machine Learning
6 8 (29.63%) DV Cleared
6 8 (29.63%) Security Cleared
6 8 (29.63%) Amazon AWS
6 8 (29.63%) R
6 8 (29.63%) Mathematics
6 8 (29.63%) Apache
6 8 (29.63%) Apache NiFi
7 7 (25.93%) Jupyter
7 7 (25.93%) JavaScript
7 7 (25.93%) SharePoint
7 7 (25.93%) Docker
7 7 (25.93%) Flask
7 7 (25.93%) Pandas
8 6 (22.22%) Analytics
8 6 (22.22%) Big Data
8 6 (22.22%) AngularJS
8 6 (22.22%) Team Foundation Server
8 6 (22.22%) Pharmaceutical
8 6 (22.22%) Statistics
8 6 (22.22%) Operations Research
8 6 (22.22%) Microservices
9 5 (18.52%) Apache Spark

Hadoop
Co-occurring IT Skills in Cambridgeshire by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 8 (29.63%) Apache
2 7 (25.93%) Jupyter
2 7 (25.93%) SharePoint
3 5 (18.52%) Apache Spark
3 5 (18.52%) SharePoint 2013
4 2 (7.41%) Elasticsearch
5 1 (3.70%) Apache Pig
5 1 (3.70%) OpenStack
5 1 (3.70%) Tomcat
Business Applications
1 4 (14.81%) Revive Adserver
Cloud Services
1 8 (29.63%) Amazon AWS
2 5 (18.52%) Force.com
2 5 (18.52%) Power Platform
3 4 (14.81%) Veeva
4 2 (7.41%) AWS CloudFormation
5 1 (3.70%) Amazon ECS
5 1 (3.70%) Amazon EMR
5 1 (3.70%) Amazon Kinesis
5 1 (3.70%) Amazon SQS
5 1 (3.70%) AWS Lambda
5 1 (3.70%) Serverless
5 1 (3.70%) Virtual Private Cloud
Communications & Networking
1 2 (7.41%) Kerberos
Database & Business Intelligence
1 6 (22.22%) Big Data
2 5 (18.52%) Power BI
2 5 (18.52%) SQL Server
3 4 (14.81%) SQL Server 2012
3 4 (14.81%) SQL Server Integration Services
4 3 (11.11%) Apache Hive
5 2 (7.41%) Apache Zeppelin
5 2 (7.41%) Geospatial Data
5 2 (7.41%) HBase
5 2 (7.41%) PostgreSQL
6 1 (3.70%) Amazon Aurora
6 1 (3.70%) Amazon DynamoDB
6 1 (3.70%) Amazon Redshift
6 1 (3.70%) Apache Accumulo
6 1 (3.70%) NoSQL
6 1 (3.70%) Parquet
6 1 (3.70%) SAP HANA
Development Applications
1 6 (22.22%) Team Foundation Server
2 5 (18.52%) Visual Studio
3 4 (14.81%) Git (software)
4 2 (7.41%) Jenkins
5 1 (3.70%) Atlassian Bamboo
5 1 (3.70%) Hudson
5 1 (3.70%) SoapUI
5 1 (3.70%) Sonatype Nexus
5 1 (3.70%) Subversion
General
1 6 (22.22%) Pharmaceutical
2 1 (3.70%) Finance
2 1 (3.70%) Legal
Job Titles
1 9 (33.33%) Data Engineer
2 8 (29.63%) Developer
3 5 (18.52%) Senior Developer
4 4 (14.81%) Machine Learning Engineer
5 3 (11.11%) Data Scientist
5 3 (11.11%) Full Stack Developer
5 3 (11.11%) Senior Full Stack Developer
5 3 (11.11%) Senior SharePoint Developer
5 3 (11.11%) SharePoint Developer
6 2 (7.41%) Architect
6 2 (7.41%) Data Architect
7 1 (3.70%) .NET Developer
7 1 (3.70%) C# Developer
7 1 (3.70%) Database Engineer
7 1 (3.70%) Java Developer
7 1 (3.70%) Senior .NET Developer
7 1 (3.70%) Senior C# Developer
7 1 (3.70%) Software Developer
7 1 (3.70%) Software Engineer
7 1 (3.70%) Solutions Architect
Libraries, Frameworks & Software Standards
1 8 (29.63%) Apache NiFi
2 7 (25.93%) Flask
2 7 (25.93%) Pandas
3 6 (22.22%) AngularJS
4 5 (18.52%) .NET
4 5 (18.52%) .NET Framework
4 5 (18.52%) CSS
4 5 (18.52%) CSS3
4 5 (18.52%) HTML
4 5 (18.52%) HTML5
5 4 (14.81%) Highcharts JS
5 4 (14.81%) Kafka
6 3 (11.11%) Ajax
6 3 (11.11%) jQuery
6 3 (11.11%) JSON
6 3 (11.11%) LINQ
6 3 (11.11%) XML
6 3 (11.11%) XSLT
7 2 (7.41%) ASP.NET
7 2 (7.41%) Web Services
Miscellaneous
1 10 (37.04%) Algorithms
2 3 (11.11%) Analytical Skills
3 2 (7.41%) PKI
4 1 (3.70%) Data Structures
4 1 (3.70%) User Experience
Operating Systems
1 2 (7.41%) Linux
1 2 (7.41%) Red Hat Enterprise Linux
Processes & Methodologies
1 14 (51.85%) Data Science
2 12 (44.44%) Computer Science
3 10 (37.04%) Agile Software Development
4 9 (33.33%) Machine Learning
4 9 (33.33%) Software Engineering
5 8 (29.63%) Mathematics
6 6 (22.22%) Analytics
6 6 (22.22%) Microservices
6 6 (22.22%) Operations Research
6 6 (22.22%) Statistics
7 5 (18.52%) Business Intelligence
7 5 (18.52%) Deep Learning
8 4 (14.81%) Artificial Intelligence
8 4 (14.81%) Visualisation
9 3 (11.11%) Business Analysis
9 3 (11.11%) Business Process Analysis
9 3 (11.11%) Data Management
9 3 (11.11%) Data Protection
9 3 (11.11%) DevOps
9 3 (11.11%) Statistical Analysis
Programming Languages
1 13 (48.15%) Python
2 12 (44.44%) SQL
3 8 (29.63%) R
4 7 (25.93%) JavaScript
5 5 (18.52%) C#
6 3 (11.11%) Java
7 2 (7.41%) Groovy
8 1 (3.70%) C
8 1 (3.70%) Ruby
8 1 (3.70%) Scala
Qualifications
1 8 (29.63%) DV Cleared
1 8 (29.63%) Security Cleared
2 5 (18.52%) PhD
3 4 (14.81%) Degree
4 2 (7.41%) Computer Science Degree
5 1 (3.70%) AWS Certification
Quality Assurance & Compliance
1 3 (11.11%) GxP
2 2 (7.41%) Sarbanes-Oxley
System Software
1 7 (25.93%) Docker
2 1 (3.70%) HDFS
Systems Management
1 2 (7.41%) Ansible
2 1 (3.70%) Docker Swarm
2 1 (3.70%) Kubernetes
2 1 (3.70%) Opscode Chef
2 1 (3.70%) Puppet
2 1 (3.70%) Salt
2 1 (3.70%) Terraform
Vendors
1 5 (18.52%) Hortonworks
1 5 (18.52%) Salesforce.com
2 4 (14.81%) Teradata
3 3 (11.11%) Tableau
4 2 (7.41%) Red Hat
5 1 (3.70%) Oracle
5 1 (3.70%) SAP
5 1 (3.70%) Splunk